Run
157545

Run 157545

Task 2094 (Learning Curve) adult Uploaded 12-02-2015 by Jan van Rijn
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  • study_2 study_37 weka weka_3.7.12
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Flow

weka.LADTree(3)Geoffrey Holmes, Bernhard Pfahringer, Richard Kirkby, Eibe Frank, Mark Hall: Multiclass alternating decision trees. In: ECML, 161-172, 2001.
weka.LADTree(3)_B10

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.8878 ± 0.0049
Per class
F measure
0.8349 ± 0.004
Per class
Kappa
0.5277 ± 0.0119
KB relative information score
0.3609 ± 0.0093
Mean absolute error
0.2225 ± 0.0026
Mean prior absolute error
0.3641 ± 0
Number of instances
48842
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8356 ± 0.0042
Per class
Predictive accuracy
0.8439 ± 0.0036
Prior entropy
0.7938 ± 0.0002
Recall
0.8439 ± 0.0036
Per class
Relative absolute error
0.6111 ± 0.0072
Root mean prior squared error
0.4266 ± 0.0001
Root mean squared error
0.3302 ± 0.003
Root relative squared error
0.774 ± 0.0071
SciMark benchmark
646.4525
UserCPU time millis
86610
UserCPU time millis testing
60
UserCPU time millis training
86550